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Submissions from 2022

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GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems, Na Lin, Yanbo Fan, Liang Zhao, Xiaoming Li, and Mohsen Guizani

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ALPS: An Adaptive Link-State Perception Scheme for Software-Defined Vehicular Networks, Na Lin, Dewei Zhao, Liang Zhao, Ammar Hawbani, Mohsen Guizani, and Neeraj Kumar

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Prototypical Graph Contrastive Learning, Shuai Lin, Liu Chen, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, and Xiaodan Liang

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Message from the IWCMC 2022 Chairs, Vlatko Lipovac, Adriana Lipovac, Bo Rong, Azzam Mourad, Fakhry Karray, Shuai Han, Yi Qian, Aiman Erbad, and Moayad Aloqaily

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Local differential Privacy for Belief Functions, Qiyu Li, Chunlai Zhou, Biao Qin, and Zhiqiang Xu

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Learning Efficient GANs for Image Translation via Differentiable Masks and Co-Attention Distillation, Shaojie Li, Mingbao Lin, Yan Wang, Fei Chao, Ling Shao, and Rongrong Ji

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Distilling a Powerful Student Model via Online Knowledge Distillation, Shaojie Li, Mingbao Lin, Yan Wang, Yongjian Wu, Yonghong Tian, Ling Shao, and Rongrong Ji

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Stereo Neural Vernier Caliper, Shichao Li, Zechun Liu, Zhiqiang Shen, and Kwang Ting Cheng

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SP2: A Second Order Stochastic Polyak Method, Shuang Li, William J. Swartworth, Martin Takac, Deanna Needell, and Robert M. Gower

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Classification-Aware Path Planning of Network of Robots, Guangyi Liu, Arash Amini, Martin Takac, and Nader Motee

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Robustness Analysis of Classification Using Recurrent Neural Networks with Perturbed Sequential Input, Guangyi Liu, Arash Amini, Martin Takac, and Nader Motee

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Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation, Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, and Efstratios Gavves

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Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things, Ryan Wen Liu, Yu Guo, Jiangtian Nie, Qin Hu, Zehui Xiong, Han Yu, and Mohsen Guizani

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Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things, Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, and Mohsen Guizani

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Machine Learning Based Non-intrusive Digital Forensic Service for Smart Homes, Xuanyu Liu, Xiao Fu, Xiaojiang Du, Bin Luo, and Mohsen Guizani

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MRSA: Mask Random Array Protocol for Efficient Secure Handover Authentication in 5G HetNets, Yibing Liu, Lijun Huo, Jun Wu, and Mohsen Guizani

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Data-Free Neural Architecture Search via Recursive Label Calibration, Zechun Liu, Zhiqiang Shen, Yun Long, Eric P. Xing, Kwang-Ting Cheng, and Chas Leichner

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A Multi-Dimensional Matrix Pencil-Based Channel Prediction Method for Massive MIMO with Mobility, Weidong Li, Haifan Yin, Ziao Qin, Yandi Cao, and Mérouane Debbah

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Multi-User QoE Enhancement: Federated Multi-Agent Reinforcement Learning for Cooperative Edge Intelligence, Xiuhua Li, Chuan Sun, Junhao Wen, Xiaofei Wang, Mohsen Guizani, and Victor C.M. Leung

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Wave Height Prediction Suitable for Maritime Transportation Based on Green Ocean of Things, Ranran Lou, Zhihan Lv, and Mohsen Guizani

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Asymmetric Dual-Mode Constellation and Protograph LDPC Code Design for Generalized Spatial MPPM Systems, Liang Lv, Yi Fang, Lin Dai, Yonghui Li, and Mohsen Guizani

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Impact of Digital Twins and Metaverse on Cities: History, Current Situation, and Application Perspectives, Zhihan Lv, Wen Long Shang, and Mohsen Guizani

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Hotlist and stale content update mitigation in local databases for DNS flooding attacks, Tasnuva Mahjabin, Yang Xiao, Tieshan Li, and Mohsen Guizani

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Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge, Jun Ma, Yao Zhang, Song Gu, Xingle An, Zhihe Wang, Cheng Ge, Congcong Wang, Fan Zhang, Yu Wang, Yinan Xu, Shuiping Gou, Franz Thaler, Christian Payer, Darko Štern, Edward G.A. Henderson, Dónal M. McSweeney, Andrew Green, Price Jackson, Lachlan McIntosh, Quoc-Cuong Nguyen, Abdul Qayyum, Pierre-Henri Conze, Ziyan Huang, Ziqi Zhou, Deng-Ping Fan, Huan Xiong, Guoqiang Dong, Qiongjie Zhu, Jian He, and Xiaoping Yang

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A survey of blockchain applications in sustainable and smart cities, Shanmukha Makani, Rachitha Pittala, Eitaa Alsayed, Moayad Aloqaily, and Yaser Jararweh

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A novel link-based Multi-objective Grey Wolf Optimizer for Appliances Energy Scheduling Problem, Sharif Naser Makhadmeh, Ammar Kamal Abasi, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Zaid Abdi Alkareem Alyasseri, and Osama Ahmad Alomari

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Recent Advances in Butterfly Optimization Algorithm, Its Versions and Applications, Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Mohammed A. Awadallah, Iyad Abu Doush, Zaid Abdi Alkareem Alyasseri, and Osama Ahmad Alomari

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Graph Convolutional Network Aided Virtual Network Embedding for Internet of Thing, Sihan Ma, Haipeng Yao, Tianle Mai, Jingkai Yang, Wenji He, Kaipeng Xue, and Mohsen Guizani

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Matching Game for Intelligent Resource Management in Integrated Satellite-Terrestrial Networks, Xinru Mi, Chungang Yang, Yanbo Song, Zhu Han, and Mohsen Guizani

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FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network, Abegaz Mohammed, Aiman Erbad, Hayla Nahom, Abdullatif Albaseer, Mohammed Abdallah, and Mohsen Guizani

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Reconfigurable Intelligent Surfaces and Capacity Optimization: A Large System Analysis, Aris L. Moustakas, George C. Alexandropoulos, and Mérouane Debbah

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On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach, Venkata S. Nagulapati, Sai R. Rapelli, Zubair Md Fadlullah, Mostafa M. Fouda, Waleed Alasmary, and Mohsen Guizani

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Overview of the CLEF–2022 CheckThat! Lab on Fighting the COVID-19 Infodemic and Fake News Detection, Preslav Nakov, Alberto Barrón-Cedeño, Giovanni da San Martino, Firoj Alam, Julia Maria Struß, Thomas Mandl, Rubén Míguez, Tommaso Caselli, Mucahid Kutlu, Wajdi Zaghouani, Chengkai Li, Shaden Shaar, Gautam Kishore Shahi, Hamdy Mubarak, Alex Nikolov, Nikolay Babulkov, Yavuz Selim Kartal, Michael Wiegand, Melanie Siegel, and Juliane Köhler

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An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks, Sheikh Nooruddin, Md. Milon Islam, and Fakhreddine (Fakhri) Karray

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Multiagent Deep Reinforcement Learning for Wireless-Powered UAV Networks, Omar Sami Oubbati, Abderrahmane Lakas, and Mohsen Guizani

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Personalized, Sequential, Attentive, Metric-Aware Product Search, Yaoxin Pan, Shangsong Liang, Jiaxin Ren, Zaiqiao Meng, and Qiang Zhang

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Deep Learning and Blockchain-based Framework to Detect Malware in Autonomous Vehicles, Dev Patel, Dhairya Jadav, Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Bassem Ouni, and Mohsen Guizani

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Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X, Sahaya Beni Prathiba, Gunasekaran Raja, Sudha Anbalagan, Sugeerthi Gurumoorthy, Neeraj Kumar, and Mohsen Guizani

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GAGA: Deciphering Age-path of Generalized Self-paced Regularizer, Xingyu Qu, Diyang Li, Xiaohan Zhao, and Bin Gu

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Modeling Perceptual Loudness of Piano Tone: Theory and Applications, Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, and Gus Xia

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MLB-IoD: Multi Layered Blockchain Assisted 6 G Internet of Drones Ecosystem, Gunasekaran Raja, Sai Ganesh, Sivaganesh Balaganesh, Sivaganesh Balaganesh, Balaji Rajaguru Rajakumar, Vishal Ravichandran, and Mohsen Guizani

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DuBloQ: Blockchain and Q-Learning Based Drug Discovery in Healthcare 4.0, Urvashi Ramdasani, Gunjan Vinzuda, Sudeep Tanwar, Rajesh Gupta, and Mohsen Guizani

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Protecting Intellectual Property with Reliable Availability of Learning Models in AI-based Cybersecurity Services, Ge Ren, Jun Wu, Gaolei Li, Shenghong Li, and Mohsen Guizani

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An Intelligent Blockchain-assisted Cooperative Framework for Industry 4.0 Service Management, Ismaeel Al Ridhawi, Moayad Aloqaily, Ali Abbas, and Fakhri Karray

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Realizing the Tactile Internet through Intelligent Zero Touch Networks, Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, Mohsen Guizani, and Merouane Debbah

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Stochastic Gradient Methods with Preconditioned Updates, Abdurakhmon Sadiev, Aleksandr Beznosikov, Abdulla Jasem Almansoori, Dmitry Kamzolov, Rachael Tappenden, and Martin Takac

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Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes, Abdurakhmon Sadiev, Ekaterina Borodich, Aleksandr Beznosikov, Darina Dvinskikh, Saveliy Chezhegov, Rachael Tappenden, Martin Takac, and Alexander Gasnikov

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Learning Temporal Rules from Noisy Timeseries Data, Karan Samel, Zelin Zao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan A. Essa, and Le Song

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Blockchain-based Resource Trading in Multi-UAV-assisted Industrial IoT Networks: A Multi-agent DRL Approach, Abegaz Mohammed Seid, Hayla Nahom Abishu, Yasin Habtamu Yacob, Tewodros Alemu Ayall, Aiman Erbad, and Mohsen Guizani

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A Privacy-Preserving Multidimensional Range Query Scheme for Edge-Supported Industrial IoT, Shuai Shang, Xiong Li, Rongxing Lu, Jianwei Niu, Xiaosong Zhang, and Mohsen Guizani

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Artificial Intelligence for 6G Networks: Technology Advancement and Standardization, Muhammad Karam Shehzad, Luca Rose, Muhammad Majid Butt, István Z. Kovács, Mohamad Assaad, and Mohsen Guizani

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Cholula: Fast, Fault-tolerant, and Strongly Consistent Off-chain Object Storage, David Shen, Cole Dumas, Callie Sardina, Lewis Tseng, and Moayad Aloqaily

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Sliced Recursive Transformer, Zhiqiang Shen, Zechun Liu, and Eric Xing

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A Fast Knowledge Distillation Framework for Visual Recognition, Zhiqiang Shen and Eric Xing

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Gradient-Free Method for Heavily Constrained Nonconvex Optimization, Wanli Shi, Hongchang Gao, and Bin Gu

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Machine learning security attacks and defense approaches for emerging cyber physical applications: A comprehensive survey, Jaskaran Singh, Mohammad Wazid, Ashok Kumar Das, Vinay Chamola, and Mohsen Guizani

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QoS Aware Uplink Scheduling for M2M Communication in LTE/LTE-A Network: A Game Theoretic Approach, Upendra Singh, Amit Dua, Neeraj Kumar, and Mohsen Guizani

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SD-AETO: Service Deployment Enabled Adaptive Edge Task Offloading in MEC, Liangjun Song, Gang Sun, Hongfang Yu, and Mohsen Guizani

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Rare Gems: Finding Lottery Tickets at Initialization, Kartik Sreenivasan, Jy Yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Eric Xing, Kangwook Lee, and Dimitris Papailiopoulos

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On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data, Jinyan Su, Jinhui Xu, and Di Wang

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Digital Twin-enabled IoMT System for Surgical Simulation using rAC-GAN, Yonghang Tai, Liqiang Zhang, Qiong Li, Chunsheng Zhu, Victor Chang, Joel J. P. C. Rodrigues, and Mohsen Guizani

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SDN Assisted Mobile Edge Computing for Collaborative Computation Offloading in Industrial Internet of Things, Chaogang Tang, Chunsheng Zhu, Ning Zhang, Mohsen Guizani, and Joel J. P. C. Rodrigues

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Intelligent Edge-Aided Network Slicing for 5G and Beyond Networks, Jianhang Tang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, Zehui Xiong, Dusit Niyato, and Mohsen Guizani

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Slicing-Based Software-Defined Mobile Edge Computing in the Air, Jianhang Tang, Jiangtian Nie, Jun Zhao, Yi Zhou, Zehui Xiong, and Mohsen Guizani

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What-Is and How-To for Fairness in Machine Learning: A Survey, Reflection, and Perspective, Zeyu Tang, Jiji Zhang, and Kun Zhang

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Attainability and Optimality: The Equalized Odds Fairness Revisited, Zeyu Tang and Kun Zhang

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Multi-Carrier DCSK With Hybrid Index Modulation: A New Perspective on Frequency-Index-Aided Chaotic Communication, Yiwei Tao, Yi Fang, Huan Ma, Shahid Mumtaz, and Mohsen Guizani

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Network Intrusion Detection for Smart Infrastructure using Multi-Armed Bandit based Reinforcement Learning in Adversarial Environment, Zain Ul Abideen Tariq, Emna Baccour, Aiman Erbad, Mohsen Guizani, and Mounir Hamdi

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Conditional Contrastive Learning with Kernel, Yao Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis Philippe Morency, and Ruslan Salakhutdinov

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Optimal Transport for Causal Discovery, Ruibo Tu, Kun Zhang, Hedvig Kjellström, and Cheng Zhang

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Resource Management for Edge Intelligence (EI)-Assisted IoV Using Quantum-Inspired Reinforcement Learning, Dan Wang, Bin Song, Peng Lin, Richard F. Yu, Xiaojiang Du, and Mohsen Guizani

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Hybrid Optical-Electrical Data Center Networking: Challenges and Solutions for Bandwidth Resource Optimization, Fu Wang, Haipeng Yao, Jingjing Wang, Tianle Mai, Xiangjun Xin, and Mohsen Guizani

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A Multi-Channel Interference Based Source Location Privacy Protection Scheme in Underwater Acoustic Sensor Networks, Hao Wang, Guangjie Han, Yun Hou, Mohsen Guizani, and Yan Peng

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Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation, Haohan Wang, Zeyi Huang, Xindi Wu, and Eric P. Xing

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Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features, Haohan Wang, Zeyi Huang, Hanlin Zhang, Yong Jae Lee, and Eric P. Xing

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Kernel Mixed Model for Transcriptome Association Study, Haohan Wang, Oscar Lopez, Eric P. Xing, and Wei Wu

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Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and beyond, Wenhao Wang, Fang Zhao, Shengcai Liao, and Ling Shao

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Casual Balancing for Domain Generalization, Xinyi Wang, Michael Saxon, Jiachen Li, Hongyang Zhang, Kun Zhang, and William Yang Wang

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Iteratively Weighted MMSE Uplink Precoding for Cell-Free Massive MIMO, Zhe Wang, Jiayi Zhang, Hien Quoc Ngo, Bo Ai, and Méroúane Debbah

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AISCM-FH: AI-Enabled Secure Communication Mechanism in Fog Computing-Based Healthcare, Mohammad Wazid, Ashok Kumar Das, Sachin Shetty, Joel J.P.C. Rodrigues, and Mohsen Guizani

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Privacy-Preserving Continuous Authentication for Mobile and IoT Systems Using Warmup-Based Federated Learning, Mohamad Wazzeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, and Mohsen Guizani

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Meta-Learning Helps Personalized Product Search, Bin Wu, Zaiqiao Meng, Qiang Zhang, and Shangsong Liang

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Graph Neural Networks, Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao, and Le Song

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Reliable Broadcast in Critical Applications: Asset Transfer and Smart Home, Yingjian Wu, Yicheng Shen, Haochen Pan, Lewis Tseng, and Moayad Aloqaily

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Learning to Co-Embed Queries and Documents, Yuehong Wu, Bowen Lu, Lin Tian, and Shangsong Liang

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ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models, Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, and Zhiting Hu

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Testability of Instrumental Variables in Linear non-Gaussian Acyclic Causal Models, Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, and Kun Zhang

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Identification of Linear Non-Gaussian Latent Hierarchical Structure, Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, and Kun Zhang

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Unpaired Image-to-Image Translation with Density Changing Regularization, Shaoan Xie, Qirong Ho, and Kun Zhang

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A Generalized Method for Binary Optimization: Convergence Analysis and Applications, Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, and Ling Shao

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Design Demand Trend Acquisition Method Based on Short Text Mining of User Comments in Shopping Websites, Zhiyong Xiong, Zhaoxiong Yan, Huanan Yao, and Shangsong Liang

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Kernel Error Path Algorithm, Ziran Xiong, Charles X. Ling, and Bin Gu

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End-to-End Semi-Supervised Ordinal Regression AUC Maximization with Convolutional Kernel Networks, Ziran Xiong, Wanli Shi, and Bin Gu

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Accurate and Efficient Performance Prediction for Mobile IoV Networks Using GWO-GR Neural Network, Lingwei Xu, Xinpeng Zhou, Yong Fu, Guanwu Jiang, Xu Yu, Miao Yu, Neeraj Kumar, and Mohsen Guizani

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Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing, Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, and Mérouane Debbah

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Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation, Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, and Kayhan Batmanghelich

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On Minimizing TCP Retransmission Delay in Softwarized Networks, Haythem Yahyaoui, Melek Majdoub, Mohamed Faten Zhani, and Moayad Aloqaily

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An Improved Federated Learning Algorithm for Privacy-Preserving in Cybertwin-Driven 6G System, Miao Yang, Ximin Wang, Hua Qian, Yongxin Zhu, Hongbin Zhu, Mohsen Guizani, and Victor Chang

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Molecule Generation for Drug Design: A Graph Learning Perspective, Nian Zu Yang, Huaijin Wu, Junchi Yan, Xiaoyong Pan, Ye Yuan, and Le Song

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A Practical Cross-Device Federated Learning Framework over 5G Networks, Wenti Yang, Naiyu Wang, Zhitao Guan, Longfei Wu, Xiaojiang Du, and Mohsen Guizani